Detecting Regional Seismic Waves Using Convolutional Neural Network Objective: It is a primary work to detect regional seismic phases to be used later in Seismic Tomography, Physical Strucure, and Seismic Analysis. In this code I applied convolutional neural network on labeled spectral and temporal seismic records. Result: It was promissing and suggested the need to more seismic data to imporve the F1 score.